Discover Awesome MCP Servers

loki-mcp-server

An MCP server that enables AI assistants to query and analyze logs from Grafana Loki using LogQL, supporting label discovery and keyword search.

MCP State Sidecar Server

An MCP-native state sidecar that externalises workflow state for distributed agent deployments.

ClawdPay MCP

Enables AI agents to securely make online purchases using Privacy.com virtual cards. It provides tools for creating single-use cards and automatically filling payment fields on web pages.

Duma

Enables AI agents to ask questions to users asynchronously via a local macOS app, allowing users to respond by text or voice.

jrnl MCP Server

A server that enables Claude to access and search through command-line journal entries, offering features like searching entries, listing tags, and viewing journal statistics.

PhantomAuth

Enables AI agents to securely fill web forms with credentials from SecureVault, keeping raw secrets hidden from the agent.

Remote MCP Server

Allows deployment of a Model Context Protocol server on Cloudflare Workers without authentication, enabling AI models to access custom tools through a standardized interface.

ML Research MCP

Provides machine learning researchers with tools for creating publication-quality scientific visualizations, statistical plots, and 2D data representations. It streamlines the research workflow by enabling AI assistants to generate complex figures from CSV, JSON, or direct data inputs.

sleepon-mcp

Enables AI assistants to analyze sleep quality, compare nights, generate reports, and get personalized improvement tips using Sleepon sleep tracker data.

usgs-earthquakes

Provides access to the USGS Earthquake Catalog for querying earthquake events via the FDSNWS API, enabling natural language questions about earthquake data.

AssemblyAI MCP Server

Enables AI assistants to transcribe audio files from URLs or local paths using AssemblyAI's services, with support for speaker diarization, language detection, and asynchronous job management through a standardized MCP interface.

shouldideploytoday-mcp

MCP server that checks if today is a good day to deploy using the shouldideploy.today API, with timezone support.

datadog-mcp

An MCP server that provides comprehensive read/write access to Datadog APIs, enabling management of monitors, dashboards, logs, incidents, and more via natural language commands.

docx-mcp

An MCP server for reading, editing, and validating Microsoft Word documents with specialized support for track changes, comments, and footnotes. It enables structural auditing, heading extraction, and precise OOXML-level document manipulation through natural language tools.

apollo-io-mcp

MCP server for Apollo.io B2B database enabling people and company search, enrichment, and insights through conversational interfaces.

MCP Template

A TypeScript template for building Model Context Protocol servers that provides a structured foundation with automated tools, testing, and synchronization capabilities.

agent-memory-mcp

An MCP server for managing agent memory using provenance tracking, decay-weighted retrieval, and feedback loops to optimize information recall. It allows agents to store insights in a local SQLite database and rank them based on confidence, age, and usefulness.

Kimi Code Memory MCP Server

Provides persistent, Markdown-based memory for Kimi Code CLI, enabling cross-session context recovery and structured knowledge management.

Graylog MCP Server

Enables AI assistants to query and analyze logs from Graylog instances using universal search with relative or absolute time windows, supporting both full result retrieval and lightweight count-only queries.

SkippyMCP

An MCP server for controlling Rigol oscilloscopes from an AI assistant. It translates MCP tool calls into SCPI commands over PyVISA.

monzo-mcp

Read-only Monzo banking integration for Claude Code that allows querying balances, transactions, pots, and spending analysis through natural conversation.

Google Docs MCP Server

A Model Context Protocol server that provides an interface for AI models to interact with Google Docs, enabling reading, creating, updating, and searching Google Documents.

Crucher MCP

A powerful scientific calculator for your AI assistant, built as a Model Context Protocol (MCP) server. Cruncher allows compatible AI clients (like Claude Desktop) to perform complex mathematical calculations

Logistics AI MCP

Provides supply chain and shipping tools including shipment tracking, route optimization, warehouse inventory management, delivery ETA estimation, and customs documentation. Enables logistics operations through natural language interactions with Claude.

budget-aware-mcp

Model-agnostic code memory MCP server using budget-aware graph retrieval for AI agents, providing sub-millisecond queries, token budgeting, and deterministic results without embeddings or vector databases.

Unterm

The terminal AI agents can drive: a cross-platform desktop terminal (macOS/Linux/Windows, MIT) that runs a local MCP server. Spawn tabs/panes, run commands with structured output, read screens and full scrollback, take scrolling screenshots, record sessions with secret redaction, switch identity profiles. Auto-registers with Claude Code / Codex / Gemini CLI on install.

Correctover MCP Server

Verifies AI outputs in real-time across 6 dimensions, with automatic retry and failover to ensure correct, complete, and reliable LLM responses before they reach the user's editor.

arxiv-paper

A paper retrieval and content parsing tool based on arXiv, supporting paper search, PDF link retrieval, and content parsing functions, suitable for obtaining the latest papers in academic research and AI fields.

SJTU MCP

Wraps the SJTU Zhiyuan No.1 API as a local MCP server, allowing direct use of SJTU models in Claude Code and Codex without custom integration scripts.